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Video Summarisation for Surveillance and News Domain [chapter]

Uros Damnjanovic, Tomas Piatrik, Divna Djordjevic, Ebroul Izquierdo
<i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/msinr75rjrfojcnhzw3maupwge" style="color: black;">Semantic Multimedia</a> </i> &nbsp;
In this paper we propose and evaluate two novel approaches for video summarization, one based on spectral methods and the other on ant-tree clustering.  ...  While clustering approaches are used for scene segmentation, the post-processing logic merges video scenes into a subset of user relevant scenes.  ...  Experimental Evaluation For experimental evaluation in the news domain we used two 20 minutes long news videos, and in the surveillance domain two 20 minute surveillance videos (one depicting an inside  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-77051-0_11">doi:10.1007/978-3-540-77051-0_11</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/samt/DamnjanovicPDI07.html">dblp:conf/samt/DamnjanovicPDI07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yes5w4jkpzg57cai3d525bpoli">fatcat:yes5w4jkpzg57cai3d525bpoli</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808190842/http://www.mesh-ip.eu/upload/samt_2007-qmul.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a2/53/a2533300f63ee0b3a8a96d0463c0bcd186a7bac1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-77051-0_11"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Surveillance video motion segmentation based on the progressive spatio‐temporal tunnel flow model

Yunzuo Zhang, Wenxuan Li, Panliang Yang
<span title="2021-05-11">2021</span> <i title="Institution of Engineering and Technology (IET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5njumqonprdi3jwzrhnh22m7pm" style="color: black;">Electronics Letters</a> </i> &nbsp;
Motion segmentation is the first and important step of surveillance video summarisation, and traditional motion segmentation methods usually process all video data, which seriously affects the real-time  ...  Surveillance video motion segments segmentation aims to divide the video into motion segments and static segments, which is similar to traditional video temporal domain segmentation.  ...  ✉ Email: zyz2016@stdu.edu.cn Motion segmentation is the first and important step of surveillance video summarisation, and traditional motion segmentation methods usually process all video data, which seriously  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1049/ell2.12186">doi:10.1049/ell2.12186</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dvxbzoeueveoxbuvzskmhnvjpq">fatcat:dvxbzoeueveoxbuvzskmhnvjpq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210717043340/https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/ell2.12186" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/31/58/3158dd9b109678a3a989384030be7b9801e3a128.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1049/ell2.12186"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

An aggregated deep convolutional recurrent model for event based surveillance video summarisation: A supervised approach

Sreeja M. U., Binsu C. Kovoor
<span title="2021-04-09">2021</span> <i title="Institution of Engineering and Technology (IET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/j7d2hucrlnfzzecpjzw46furp4" style="color: black;">IET Computer Vision</a> </i> &nbsp;
Surveillance video summarisation is characterised by extracting video segments containing abnormal events from surveillance video footages.  ...  Since the video clips used for training are not implicit to surveillance, a block-based approach for testing on surveillance videos is proposed.  ...  Various datasets have been put forth in the literature for experimenting in the surveillance video summarisation domain.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1049/cvi2.12044">doi:10.1049/cvi2.12044</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fgjlijbcqffebgg54iyyhsn2nm">fatcat:fgjlijbcqffebgg54iyyhsn2nm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210717095544/https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/cvi2.12044" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1e/20/1e20637065c7217bf53973dc8b6411a9745d40d4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1049/cvi2.12044"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Survey on Video Big Data: Analysis Methods and Applications

P. Ushapreethi, G.G. Lakshmipriya
<span title="2017-05-30">2017</span> <i title="Research India Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/adn76r3myfehfd6peqxvfyjijy" style="color: black;">International Journal of Applied Engineering Research</a> </i> &nbsp;
In this big data era, Video data face its new challenges to store and retrieve, since the size of video data is high and the processing and analysis methods are very complex.  ...  The underlying components for each approach are identified and the details on how they are addressed in specific works were discussed.  ...  The information collected using all the above methods are combined to create new aggregate summary for the given video. [48] This method outperforms than all other video summarisation methods.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.37622/ijaer/12.10.2017.2221-2231">doi:10.37622/ijaer/12.10.2017.2221-2231</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ghhxte6fkfdipesh4osdlmj224">fatcat:ghhxte6fkfdipesh4osdlmj224</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200824220452/http://ripublication.com/ijaer17/ijaerv12n10_14.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/44/e4/44e4d207ed14b89142c16212fceb0ea57b0cde2d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.37622/ijaer/12.10.2017.2221-2231"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Video Synopsis by Heterogeneous Multi-source Correlation

Xiatian Zhu, Chen Change Loy, Shaogang Gong
<span title="">2013</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/753trptklbb4nj6jquqadzwwdu" style="color: black;">2013 IEEE International Conference on Computer Vision</a> </i> &nbsp;
Generating coherent synopsis for surveillance video stream remains a formidable challenge due to the ambiguity and uncertainty inherent to visual observations.  ...  information to better describe and summarise subtle physical events in complex scenes.  ...  The usefulness of the proposed model is not limited to video summarisation, and can be explored for other tasks such as multi-source video retrieval and indexing.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccv.2013.17">doi:10.1109/iccv.2013.17</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/iccv/ZhuLG13.html">dblp:conf/iccv/ZhuLG13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/efnep6ehejexdlgb4zxhlwyfly">fatcat:efnep6ehejexdlgb4zxhlwyfly</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20140211063306/http://personal.ie.cuhk.edu.hk:80/~ccloy/files/iccv_2013_synopsis.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/53/cd/53cd57b91aae22f0c137cf8c9952ce61ec2555c7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccv.2013.17"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Emergent Themes: 2013 IEEE International Symposium on Technology and Society [article]

Alexander Hayes, Katina Michael, Steve Mann, Susannah Sabine
<span title="2017-12-12">2017</span> <i title="Figshare"> Figshare </i> &nbsp;
domain.  ...  This data paper provides emergent themes and topics that have evolved from articles and blog posts provided for delegates as a means to contextualise the event and inform the public of development in this  ...  The event website has been re-accessioned in 2017 and is published under a differing domain to preserve sound recordings, photographs, video and other documentation for hansard and historical purposes.During  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.6084/m9.figshare.5691241">doi:10.6084/m9.figshare.5691241</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/usdbie5eineqvgqun7jlnqapxy">fatcat:usdbie5eineqvgqun7jlnqapxy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200213150129/https://s3-eu-west-1.amazonaws.com/pfigshare-u-files/9963916/2013EmergentThemesISTAS13IEEESymposiumGoogleDocs.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/75/0e/750e46df6d6aded0866403bbc72891587f17645d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.6084/m9.figshare.5691241"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> figshare.com </button> </a>

Deep Video Anomaly Detection: Opportunities and Challenges [article]

Jing Ren, Feng Xia, Yemeng Liu, Ivan Lee
<span title="2021-10-11">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Moreover, we summarise the characteristics and technical problems in current deep learning methods for video anomaly detection.  ...  To ensure the safety of people's lives and assets, video surveillance has been widely deployed in various public spaces, such as crossroads, elevators, hospitals, banks, and even in private homes.  ...  ACKNOWLEDGMENT The authors would like to thank Teng Guo, Shuo Yu, and Ke Sun for their help with the first draft of this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2110.05086v1">arXiv:2110.05086v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5tpj4bqdd5csbp6efvvcqvufeq">fatcat:5tpj4bqdd5csbp6efvvcqvufeq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211013115429/https://arxiv.org/pdf/2110.05086v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/75/46/75468f55b7df661558336354509bad417b5960fa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2110.05086v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Issues in video analytics and surveillance systems: Research / prototyping vs. applications / user requirements

Li-Qun Xu
<span title="">2007</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s4u3jxdcmrevzj46e7ani77j4u" style="color: black;">2007 IEEE Conference on Advanced Video and Signal Based Surveillance</a> </i> &nbsp;
systems, providing automated solutions for realistic surveillance problems.  ...  The next generation video surveillance system will be a networked, intelligent, multi-camera co-operative system with integrated situation awareness of dynamic and complex scenes, be it a wide area like  ...  content analysis, intelligent video analysis) technologies and the introduction of new functionalities leading to smart surveillance systems (e.g., Figure 1 ).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/avss.2007.4425278">doi:10.1109/avss.2007.4425278</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/avss/Xu07.html">dblp:conf/avss/Xu07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hh63ll5fkjdllgtkacs6cfwhve">fatcat:hh63ll5fkjdllgtkacs6cfwhve</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170830224349/https://www.computer.org/csdl/proceedings/avss/2007/1695/00/04425278.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c8/8f/c88f789c4de254d5c41e8853d181ee7fa9baaf30.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/avss.2007.4425278"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

An Automatic Content Based Video Ranking from Surveillance Videos

Ruchit Shah, Prof. Tushar Ratanpara
<span title="2017-07-17">2017</span> <i title="ENGG Journals Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rm2oud7tpnfwtpubgeudnvvonm" style="color: black;">International Journal of Engineering and Technology</a> </i> &nbsp;
An approach is also introduced for ranking multiple surveillance videos based on person activity duration.  ...  However, it is very difficult to track specific person and active time slots from a mass of long duration surveillance videos.  ...  This approach have three key steps like video surveillance summarisation, face detection and video indexing.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21817/ijet/2017/v9i3/170903s033">doi:10.21817/ijet/2017/v9i3/170903s033</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wjew2rxkivc55i3fypdoxlpdyq">fatcat:wjew2rxkivc55i3fypdoxlpdyq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428193749/http://www.enggjournals.com/ijet/docs/IJET17-09-03S-033.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/34/7a/347aba365e92a6b97fb60660dca974209c454bf2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21817/ijet/2017/v9i3/170903s033"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

IP Camera Video Surveillance using Raspberry Pi
IJARCCE - Computer and Communication Engineering

Sneha Singh, Pradnya Anap, Yogesh Bhaigade, Prof.J.P. Chavan
<span title="2015-02-28">2015</span> <i title="Tejass Publisheers"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ezm4lr6uezhi5pfgr6xkdexmgy" style="color: black;">IJARCCE</a> </i> &nbsp;
Video Surveillance is important as far as security is concerned these days.  ...  This new technology is less expensive and in this paper it is used as a standalone platform for hosting image processing.  ...  ACKNOWLEDGEMENT This paper is an efficient contribution of its authors to the field of surveillance system.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/ijarcce.2015.4272">doi:10.17148/ijarcce.2015.4272</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fetui4vyhfhhzlrcrumg32dnsu">fatcat:fetui4vyhfhhzlrcrumg32dnsu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602040233/https://ijarcce.com/upload/2015/february-15/IJARCCE5L.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/03/d0/03d0197350d199a678dd2eec79a7d6b3f249c85d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/ijarcce.2015.4272"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Object tracking in surveillance videos using compressed domain features from scalable bit-streams

K. Mehmood, M. Mrak, J. Calic, A. Kondoz
<span title="">2009</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lbq64z5tgbddzjqwttcy2pxhsi" style="color: black;">Signal processing. Image communication</a> </i> &nbsp;
Due to the proliferation of surveillance videos there is a strong demand for highly efficient and reliable algorithms for object tracking.  ...  This paper presents a new approach to efficient compressed domain analysis utilising motion data from the encoded bit-streams in order to achieve low processing complexity of object tracking in the surveillance  ...  of new possibilities in video application and services.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.image.2009.06.006">doi:10.1016/j.image.2009.06.006</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2vwct3szd5bzjn3g3dxfqs2jsa">fatcat:2vwct3szd5bzjn3g3dxfqs2jsa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170926070545/https://core.ac.uk/download/pdf/8767649.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a5/ba/a5ba4c0d518eaf7dc65328b522925953c7655a81.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.image.2009.06.006"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Learning from Multiple Sources for Video Summarisation [article]

Xiatian Zhu, Chen Change Loy, Shaogang Gong
<span title="2015-02-06">2015</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Relying solely on visual cues for public surveillance video understanding is unreliable, since visual observations obtained from public space CCTV video data are often not sufficiently trustworthy and  ...  In this paper, we present a novel unsupervised framework to learn jointly from both visual and independently-drawn non-visual data sources for discovering meaningful latent structure of surveillance video  ...  Visual features and descriptors are often carefully designed and exploited as the sole input for surveillance video content analysis and summarisation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1501.03069v2">arXiv:1501.03069v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sfqgaenytvcvtkk377mwpulh3m">fatcat:sfqgaenytvcvtkk377mwpulh3m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200827052846/https://arxiv.org/pdf/1501.03069v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5b/6d/5b6dbe135415900662649923f531cabe3026081a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1501.03069v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Learning from Multiple Sources for Video Summarisation

Xiatian Zhu, Chen Change Loy, Shaogang Gong
<span title="2015-10-27">2015</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hfdglwo5wbbmta6wop52fam7a4" style="color: black;">International Journal of Computer Vision</a> </i> &nbsp;
We believe that non-visual data sources such as weather reports and traffic sensory signals can be exploited to complement visual data for video content analysis and summarisation.  ...  Relying solely on visual cues for public surveillance video understanding is unreliable, since visual observations obtained from public space CCTV video data are often not sufficiently trustworthy and  ...  Introduction Visual features and descriptors are often carefully designed and exploited as the sole input for surveillance video content analysis and summarisation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11263-015-0864-3">doi:10.1007/s11263-015-0864-3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gwbasxv53revnc4ruiyqg2v3rm">fatcat:gwbasxv53revnc4ruiyqg2v3rm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706035743/http://personal.ie.cuhk.edu.hk/%7Eccloy/files/ijcv_2015_videosummary.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a2/38/a2383e08882c43989b771085d3ffaf8a98925052.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11263-015-0864-3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Towards Cognitive and Perceptive Video Systems [chapter]

Toygar Akgun, Charles Attwood, Andrea Cavallaro, Christian Fabre, Fabio Poiesi, Piotr Szczuko
<span title="">2014</span> <i title="Springer International Publishing"> Human Behavior Understanding in Networked Sensing </i> &nbsp;
In this chapter we cover research and development issues related to smart cameras. We discuss challenges, new technologies and algorithms, applications and the evaluation of today's technologies.  ...  We will cover problems related to software, hardware, communication, embedded and distributed systems, multi-modal sensors, privacy and security.  ...  Acknowledgements This work has been partially funded by the Artemis JU and partially by TUBITAK  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-10807-0_1">doi:10.1007/978-3-319-10807-0_1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/c57qyq4cyjawpjemymjbgyyp2u">fatcat:c57qyq4cyjawpjemymjbgyyp2u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809054128/http://fabio-poiesi.com/files/papers/book_chap/2014_HBU_TowardsCognitiveAndPerceptive_Akgun_Attwood_Cavallaro_Fabre_Poiesi_Szczuko.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e2/e4/e2e4d7613ce20e9c0234d216d9f66b26a8a53191.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-10807-0_1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Investigating Open-World Person Re-identification Using a Drone [chapter]

Ryan Layne, Timothy M. Hospedales, Shaogang Gong
<span title="">2015</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
Person re-identification is now one of the most topical and intensively studied problems in computer vision due to its challenging nature and its critical role in underpinning many multi-camera surveillance  ...  We introduce the first dataset for mobile re-identification, and we use this to elucidate the unique challenges of mobile re-identification.  ...  Despite the successes of static CCTV cameras, we argue that considering alternative surveillance equipment not only opens up exciting new research areas, but also new ways of thinking about re-identification  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-16199-0_16">doi:10.1007/978-3-319-16199-0_16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/h522jykrjng6zcm6ptdhkjcrrm">fatcat:h522jykrjng6zcm6ptdhkjcrrm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170921234851/http://www.eecs.qmul.ac.uk/%7Etmh/papers/layne2014droneReid.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d0/c5/d0c5e9eb01ad421a846483f99296a57258d01304.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-16199-0_16"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>
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